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Constrained-Space Optimization and Reinforcement Learning for Complex Tasks.
Ya-Yen Tsai
Bo Xiao
Edward Johns
Guang-Zhong Yang
Published in:
IEEE Robotics Autom. Lett. (2020)
Keyphrases
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reinforcement learning
complex domains
complex data
transfer learning
optimization algorithm
concave convex procedure
optimization process
optimization problems
low dimensional
action space
learning algorithm
real world
transferring knowledge
reinforcement learning agents
saddle point
machine learning
model free
complex environments
constrained optimization
function approximation
high level
global optimization
vector space
state space